39 citations · 42 across the 2 of their papers we have counts for
3 papers
cs.CV2020★ 3 cited
Embedded Encoder-Decoder in Convolutional Networks Towards Explainable AI
Amirhossein Tavanaei
Understanding intermediate layers of a deep learning model and discovering the driving features of stimuli have attracted much interest, recently. Explainable artificial intelligen…
cs.NE2018
Deep Learning in Spiking Neural Networks
Amirhossein Tavanaei, Masoud Ghodrati, Saeed Reza Kheradpisheh +2
In recent years, deep learning has been a revolution in the field of machine learning, for computer vision in particular. In this approach, a deep (multilayer) artificial neural ne…
cs.NE2017★ 39 cited
Bio-Inspired Multi-Layer Spiking Neural Network Extracts Discriminative Features from Speech Signals
Amirhossein Tavanaei, Anthony Maida
Spiking neural networks (SNNs) enable power-efficient implementations due to their sparse, spike-based coding scheme. This paper develops a bio-inspired SNN that uses unsupervised…